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题目地址(16.02. 单词频率)
题目描述
设计一个方法,找出任意指定单词在一本书中的出现频率。 你的实现应该支持如下操作: WordsFrequency(book)构造函数,参数为字符串数组构成的一本书 get(word)查询指定单词在书中出现的频率 示例: WordsFrequency wordsFrequency = new WordsFrequency({"i", "have", "an", "apple", "he", "have", "a", "pen"}); wordsFrequency.get("you"); //返回0,"you"没有出现过 wordsFrequency.get("have"); //返回2,"have"出现2次 wordsFrequency.get("an"); //返回1 wordsFrequency.get("apple"); //返回1 wordsFrequency.get("pen"); //返回1 提示: book[i]中只包含小写字母 1 <= book.length <= 100000 1 <= book[i].length <= 10 get函数的调用次数不会超过100000
思路
通过defaultdict存储展示数量
代码
- 语言支持:Python3
Python3 Code:
class WordsFrequency: def __init__(self, book: List[str]): self.retDict = defaultdict(int) for i in book: self.retDict[i] += 1 def get(self, word: str) -> int: return self.retDict[word] # Your WordsFrequency object will be instantiated and called as such: # obj = WordsFrequency(book) # param_1 = obj.get(word)
复杂度分析
令 n 为数组长度。
- 时间复杂度:O(n)O(n)
- 空间复杂度:O(n)O(n)